ReviewInternational journal of environmental research and public health2017
Transtheoretical Model of Change during Travel Behavior Interventions: An Integrative Review.
Review in International journal of environmental research and public health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed.
- Designing and evaluation of E-health educational intervention on students' physical activity: an application of Pender's health promotion model.BMC public health · 2021Trial
- Socio-Ecological Natural Experiment with Randomized Controlled Trial to Promote Active Commuting to Work: Process Evaluation, Behavioral Impacts, and Changes in the Use and Quality of Walking and Cycling Paths.International journal of environmental research and public health · 2019Trial
- Using epigenetic aging data to drive health behavior change.PEC innovation · 2026Article
- Navigating complexity: A guide and tools for interdisciplinary research on lower-carbon practices.Ambio · 2026Article
- Socio-psychological determinants of scabies contact notification among Dutch students: A qualitative study.PLoS neglected tropical diseases · 2025Article
- "Well, to Be Honest, I Don't Have an Idea of What It Might Be"-A Qualitative Study on Knowledge and Awareness Regarding Nonmelanoma Skin Cancer.Current oncology (Toronto, Ont.) · 2023Article
- The 're-norming' of working from home during COVID-19: A transtheoretical behaviour change model of a major unplanned disruption.Transport policy · 2022Article
- Wishful thinking? Addressing the long-term implications of COVID-19 for transport in Nigeria.Transportation research. Part D, Transport and environment · 2022Article
- Article
- The Validity of the Theory of Planned Behaviour for Understanding People's Beliefs and Intentions toward Reusing Medicines.Pharmacy (Basel, Switzerland) · 2021Review
- Sustainable Transportation and Health.International journal of environmental research and public health · 2018Article
- Intention for Car Use Reduction: Applying a Stage-Based Model.International journal of environmental research and public health · 2018Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study aims to identify the relevant empirical work, to synthesize its findings, and to thus attain a general understanding of the application of the Transtheoretical Model (TTM) in transport behavior research. An integrative literature review was used to determine whether or not the implemented interventions impact the stages and processes of travel behavior change. Data was collected from different databases. English language articles published between 2002 and 2017 were included. After sequentially narrowing the search and removing duplicates, 53 relevant papers remained, 13 of which fulfilled the stated criteria of constituting a transport intervention study using the TTM as a reference frame. The final 13 studies were classified and categorized according to stages and processes in the TTM. Findings showed that none of the interventions met the method requirements for a proper evaluation of design and outcome measurement. Reporting did not follow a standardized structure desirable when enabling comparative analyses. Allowing for these shortcomings, it is inferred that positive travel behavior changes have been obtained during some interventions. Importantly, although it was stated that the empirical studies were based on the TTM, the included interventions were implemented irrespective of the individual's stage of change. For future research, it will be necessary to conduct evaluations of higher quality.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.